Literature DB >> 30367783

Indirect determination of hematology reference intervals in adult patients on Beckman Coulter UniCell DxH 800 and Abbott CELL-DYN Sapphire devices.

Jakob Zierk1,2, Farhad Arzideh3, Rainer Haeckel4, Manfred Rauh5, Markus Metzler5, Thomas Ganslandt6, Stefan W Krause7.   

Abstract

Background Conventional establishment of reference intervals for hematological analytes is challenging due to the need to recruit healthy persons. Indirect methods address this by deriving reference intervals from clinical laboratory databases which contain large datasets of both physiological and pathological test results. Methods We used the "Reference Limit Estimator" (RLE) to establish reference intervals for common hematology analytes in adults aged 18-60 years. One hundred and ninety-five samples from 44,519 patients, measured on two different devices in a tertiary care center were analyzed. We examined the influence of patient cohorts with an increasing proportion of abnormal test results, compared sample selection strategies, explored inter-device differences, and analyzed the stability of reference intervals in simulated datasets with varying overlap of pathological and physiological test results. Results Reference intervals for hemoglobin, hematocrit, red cell count and platelet count remained stable, even if large numbers of pathological samples were included. Reference intervals for red cell indices, red cell distribution width and leukocyte count were sufficiently stable, if patient cohorts with the highest fraction of pathological samples were excluded. In simulated datasets, estimated reference limits shifted, if the pathological dataset contributed more than 15%-20% of total samples and approximated the physiological distribution. Advanced sample selection techniques did not improve the algorithm's performance. Inter-device differences were small except for red cell distribution width. Conclusions The RLE is well-suited to create reference intervals from clinical laboratory databases even in the challenging setting of a adult tertiary care center. The procedure can be used as a complement for reference interval determination where conventional approaches are limited.

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Keywords:  adults; hematology; indirect reference intervals; reference intervals

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Year:  2019        PMID: 30367783     DOI: 10.1515/cclm-2018-0771

Source DB:  PubMed          Journal:  Clin Chem Lab Med        ISSN: 1434-6621            Impact factor:   3.694


  2 in total

1.  Reference Interval Estimation from Mixed Distributions using Truncation Points and the Kolmogorov-Smirnov Distance (kosmic).

Authors:  Jakob Zierk; Farhad Arzideh; Lorenz A Kapsner; Hans-Ulrich Prokosch; Markus Metzler; Manfred Rauh
Journal:  Sci Rep       Date:  2020-02-03       Impact factor: 4.379

2.  KETOS: Clinical decision support and machine learning as a service - A training and deployment platform based on Docker, OMOP-CDM, and FHIR Web Services.

Authors:  Julian Gruendner; Thorsten Schwachhofer; Phillip Sippl; Nicolas Wolf; Marcel Erpenbeck; Christian Gulden; Lorenz A Kapsner; Jakob Zierk; Sebastian Mate; Michael Stürzl; Roland Croner; Hans-Ulrich Prokosch; Dennis Toddenroth
Journal:  PLoS One       Date:  2019-10-03       Impact factor: 3.240

  2 in total

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